Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "9"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 9 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 57 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 55 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 9, Node N02:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.424912 -2.072585 -0.737505 -0.037775 1.357881 0.020205 -0.180310 0.083036 0.6897 0.6699 0.3986 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.016765 -1.897502 0.314179 0.142640 0.172331 -0.400532 -0.181036 0.291593 0.6955 0.6686 0.3922 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.026263 -1.915669 0.208972 0.337010 0.349767 0.031511 0.177707 0.659487 0.6962 0.6721 0.3921 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.558190 -2.065583 0.559082 0.132503 -0.026491 -0.364238 1.339077 1.959007 0.7050 0.6923 0.3886 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.205267 -1.685876 0.264140 0.066335 -0.055765 -1.064027 0.265437 1.354017 0.6866 0.6657 0.4047 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.396010 -1.304322 -0.389817 0.099893 0.599946 -0.936637 -0.147752 -0.658142 0.6993 0.6705 0.4046 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.186066 -1.053618 -0.001921 0.424663 0.296683 -0.525905 -0.294888 0.022871 0.7006 0.6726 0.3969 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.119908 -0.786549 -0.877930 0.139326 1.735447 -0.590388 1.490691 2.363273 0.7239 0.6966 0.3676 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.308818 -2.108595 0.773929 -0.711798 -0.007862 -0.672953 0.825506 2.096115 0.6921 0.6642 0.4156 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.030037 -1.737944 0.398883 0.155666 1.510955 0.892913 0.195300 -0.012491 0.6885 0.6564 0.4057 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.017429 -1.647692 0.481636 -1.008006 0.846600 -0.411642 -0.322729 0.621806 0.6699 0.6845 0.4214 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.223882 -1.241123 0.530653 0.411299 0.710966 0.796711 -0.163597 0.957430 0.6999 0.6696 0.4165 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.277224 -1.487576 0.759742 -0.825510 0.012136 -0.486826 -0.180586 1.134497 0.7043 0.6649 0.4170 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.249636 -1.051401 0.680567 0.416823 0.797777 1.002875 -0.297910 0.418549 0.7098 0.6713 0.4117 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.165465 -1.009833 0.622063 0.298861 1.413835 1.593400 -0.471108 1.103215 0.7207 0.6777 0.4258 1.673922 1.429337
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.917780 -0.156348 0.470738 0.263437 0.254097 -0.373407 0.642250 0.938116 0.0734 0.0395 0.0247 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% 0.134310 -1.665610 0.990061 -0.773565 0.773206 0.496348 -0.148082 1.872470 0.7112 0.6913 0.4114 1.541369 1.419800
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.396776 -1.888112 0.614526 -1.163385 1.118888 0.112072 -0.677665 0.043524 0.6839 0.6993 0.4531 1.266084 1.185627
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.394268 -1.764844 0.118260 -0.774595 0.923697 -0.127007 -0.024534 1.014873 0.7157 0.7398 0.4449 1.417040 1.284246
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.238539 -1.544723 0.167450 -0.601354 0.682069 -0.030102 -0.257676 1.802794 0.7342 0.6816 0.4344 1.672847 1.465173
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 5.95% 0.172978 -0.931676 -0.763864 -0.260226 1.695697 0.437610 1.564463 1.802142 0.8196 0.8247 0.2561 2.813759 2.653279
2459851 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% 0.069953 -1.160602 0.059612 -0.583732 1.235136 1.137995 -0.029068 2.805595 0.7345 0.7431 0.3650 1.433622 1.386039
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 0.152333 -1.428069 1.295542 -0.029955 1.085553 0.673519 -0.414739 0.492451 0.7317 0.7361 0.3722 1.410395 1.293481
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% 0.053157 -1.216584 -0.975065 0.317796 1.889736 0.443716 -0.465362 0.108566 0.7127 0.7397 0.3883 1.481551 1.363597
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 4.28% -0.194549 -1.354157 -0.946480 0.472442 0.050141 -1.246188 -0.771749 0.000923 0.7201 0.6767 0.4411 1.799700 1.537430
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.365068 -1.083154 -0.817053 0.901398 4.387449 2.006464 -0.292307 -0.602943 0.8382 0.6796 0.4997 3.990922 3.610166
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 1.66% 0.244440 -0.964198 -0.192191 1.446214 1.623490 0.304479 -0.619100 -0.770014 0.7377 0.7461 0.3807 1.271183 1.205605
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.499290 0.651266 0.021252 0.066194 0.121365 -0.374436 0.479956 0.111246 0.0780 0.0453 0.0375 nan nan
2459843 digital_ok 0.00% 0.66% 0.66% 0.00% 15.76% 0.00% -0.490712 -1.453507 -0.405526 -0.672143 -0.015057 0.015057 -0.693945 0.468725 0.7395 0.7366 0.4026 1.489327 1.371113
2459839 digital_ok 100.00% - - - - - 14.587607 19.261010 92.859044 102.159693 nan nan -29.231224 -30.920487 nan nan nan nan nan
2459838 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.154612 -1.448558 -0.506303 -0.492860 0.325262 1.363915 -0.745786 0.111997 0.0815 0.0676 0.0120 0.958799 0.952300
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0942 0.0614 0.0138 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.186336 0.194380 -0.265817 -0.229587 0.713995 0.282532 -0.313215 -0.950662 0.0955 0.0618 0.0150 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.692766 -0.290634 0.169335 -0.309199 0.936498 -0.280491 0.458881 0.004112 0.0803 0.0647 0.0059 nan nan
2459832 digital_ok 0.00% 0.00% 29.57% 0.00% 28.95% 0.00% -0.319487 -1.875919 -0.801178 -0.369865 -0.364162 -0.562153 -0.316461 2.177941 0.7539 0.4287 0.5869 1.843441 1.517776
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.158647 -0.096655 0.133957 1.251410 -0.266352 0.351718 0.577953 0.599503 0.0303 0.0348 0.0010 nan nan
2459830 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.069006 -1.692422 -0.465056 -0.357083 -0.904683 -0.503610 -0.406561 0.680151 0.0739 0.0508 0.0050 1.245379 1.243651
2459829 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.311469 -2.148696 0.360482 -0.508341 1.090141 0.191111 -0.286092 0.302423 0.0795 0.0637 0.0073 46.821467 33.017590
2459828 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.429017 -0.878098 0.649131 -0.772724 -0.739264 -0.530625 -0.001930 -0.271457 0.0704 0.0549 0.0048 19.170608 21.727650
2459827 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.397713 -1.620250 0.044772 0.272894 0.180022 -0.003568 -0.915267 -1.148985 0.0781 0.0616 0.0073 1.275039 1.272274
2459826 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.730668 -0.916219 0.049182 -0.642280 8.950117 9.012455 4.256283 4.057936 0.0701 0.0529 0.0048 1.182584 1.185370
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.313578 -0.541585 -0.249392 -0.255378 11.703866 11.362590 20.766665 21.377315 0.0814 0.0640 0.0084 0.965512 0.966638
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.236776 -0.826435 -0.047485 -0.127144 0.453349 0.789229 0.550656 2.292016 0.0723 0.0597 0.0094 0.885633 0.890110
2459822 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.392697 -0.147220 0.587905 -0.539438 6.263271 6.182956 4.309513 3.147102 0.0689 0.0557 0.0067 1.196612 1.193585
2459821 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.381889 -0.133230 0.759731 -0.345375 4.587730 4.962229 5.138116 4.740556 0.0835 0.0647 0.0072 1.188531 1.189037
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.352725 -1.389512 0.454219 -0.349295 0.870617 0.906217 -0.378615 0.816541 0.7513 0.6508 0.4453 1.802078 1.551063
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 15.79% -0.600443 -1.111174 0.696886 -0.683488 1.120555 0.367090 2.235992 2.176545 0.7912 0.6156 0.5290 2.117812 1.742210
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.250090 -1.478167 -0.265177 -0.251458 -0.487350 -0.837695 0.006513 -0.182026 0.8432 0.5735 0.6201 1.922994 1.583943
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 26.32% -0.722878 -1.534154 -0.020255 -0.487287 0.599682 -0.045855 -0.147221 0.349153 0.7817 0.6209 0.5378 2.561571 2.016228
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 9: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.357881 -2.072585 -0.424912 -0.037775 -0.737505 0.020205 1.357881 0.083036 -0.180310

Antenna 9: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Power 0.314179 -1.897502 -0.016765 0.142640 0.314179 -0.400532 0.172331 0.291593 -0.181036

Antenna 9: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.659487 -0.026263 -1.915669 0.208972 0.337010 0.349767 0.031511 0.177707 0.659487

Antenna 9: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.959007 -0.558190 -2.065583 0.559082 0.132503 -0.026491 -0.364238 1.339077 1.959007

Antenna 9: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.354017 0.205267 -1.685876 0.264140 0.066335 -0.055765 -1.064027 0.265437 1.354017

Antenna 9: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.599946 0.396010 -1.304322 -0.389817 0.099893 0.599946 -0.936637 -0.147752 -0.658142

Antenna 9: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 0.424663 -1.053618 0.186066 0.424663 -0.001921 -0.525905 0.296683 0.022871 -0.294888

Antenna 9: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.363273 1.119908 -0.786549 -0.877930 0.139326 1.735447 -0.590388 1.490691 2.363273

Antenna 9: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.096115 -2.108595 0.308818 -0.711798 0.773929 -0.672953 -0.007862 2.096115 0.825506

Antenna 9: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.510955 0.030037 -1.737944 0.398883 0.155666 1.510955 0.892913 0.195300 -0.012491

Antenna 9: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.846600 0.017429 -1.647692 0.481636 -1.008006 0.846600 -0.411642 -0.322729 0.621806

Antenna 9: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.957430 -1.241123 -0.223882 0.411299 0.530653 0.796711 0.710966 0.957430 -0.163597

Antenna 9: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.134497 -0.277224 -1.487576 0.759742 -0.825510 0.012136 -0.486826 -0.180586 1.134497

Antenna 9: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 1.002875 -0.249636 -1.051401 0.680567 0.416823 0.797777 1.002875 -0.297910 0.418549

Antenna 9: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 1.593400 -1.009833 -0.165465 0.298861 0.622063 1.593400 1.413835 1.103215 -0.471108

Antenna 9: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.938116 -0.156348 -0.917780 0.263437 0.470738 -0.373407 0.254097 0.938116 0.642250

Antenna 9: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.872470 0.134310 -1.665610 0.990061 -0.773565 0.773206 0.496348 -0.148082 1.872470

Antenna 9: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.118888 -1.888112 0.396776 -1.163385 0.614526 0.112072 1.118888 0.043524 -0.677665

Antenna 9: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.014873 -1.764844 0.394268 -0.774595 0.118260 -0.127007 0.923697 1.014873 -0.024534

Antenna 9: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.802794 -1.544723 -0.238539 -0.601354 0.167450 -0.030102 0.682069 1.802794 -0.257676

Antenna 9: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.802142 0.172978 -0.931676 -0.763864 -0.260226 1.695697 0.437610 1.564463 1.802142

Antenna 9: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 9: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.805595 0.069953 -1.160602 0.059612 -0.583732 1.235136 1.137995 -0.029068 2.805595

Antenna 9: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Power 1.295542 0.152333 -1.428069 1.295542 -0.029955 1.085553 0.673519 -0.414739 0.492451

Antenna 9: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.889736 -1.216584 0.053157 0.317796 -0.975065 0.443716 1.889736 0.108566 -0.465362

Antenna 9: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 0.472442 -1.354157 -0.194549 0.472442 -0.946480 -1.246188 0.050141 0.000923 -0.771749

Antenna 9: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 4.387449 1.365068 -1.083154 -0.817053 0.901398 4.387449 2.006464 -0.292307 -0.602943

Antenna 9: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.623490 -0.964198 0.244440 1.446214 -0.192191 0.304479 1.623490 -0.770014 -0.619100

Antenna 9: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape 0.651266 -0.499290 0.651266 0.021252 0.066194 0.121365 -0.374436 0.479956 0.111246

Antenna 9: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.468725 -1.453507 -0.490712 -0.672143 -0.405526 0.015057 -0.015057 0.468725 -0.693945

Antenna 9: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 102.159693 19.261010 14.587607 102.159693 92.859044 nan nan -30.920487 -29.231224

Antenna 9: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 1.363915 -1.448558 0.154612 -0.492860 -0.506303 1.363915 0.325262 0.111997 -0.745786

Antenna 9: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.713995 0.194380 -1.186336 -0.229587 -0.265817 0.282532 0.713995 -0.950662 -0.313215

Antenna 9: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.936498 -0.290634 -0.692766 -0.309199 0.169335 -0.280491 0.936498 0.004112 0.458881

Antenna 9: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.177941 -0.319487 -1.875919 -0.801178 -0.369865 -0.364162 -0.562153 -0.316461 2.177941

Antenna 9: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 1.251410 -1.158647 -0.096655 0.133957 1.251410 -0.266352 0.351718 0.577953 0.599503

Antenna 9: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.680151 -0.069006 -1.692422 -0.465056 -0.357083 -0.904683 -0.503610 -0.406561 0.680151

Antenna 9: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.090141 -2.148696 0.311469 -0.508341 0.360482 0.191111 1.090141 0.302423 -0.286092

Antenna 9: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Power 0.649131 -0.878098 -0.429017 -0.772724 0.649131 -0.530625 -0.739264 -0.271457 -0.001930

Antenna 9: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Shape 0.397713 0.397713 -1.620250 0.044772 0.272894 0.180022 -0.003568 -0.915267 -1.148985

Antenna 9: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 9: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 9.012455 -0.916219 -0.730668 -0.642280 0.049182 9.012455 8.950117 4.057936 4.256283

Antenna 9: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 21.377315 0.313578 -0.541585 -0.249392 -0.255378 11.703866 11.362590 20.766665 21.377315

Antenna 9: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.292016 -0.826435 -0.236776 -0.127144 -0.047485 0.789229 0.453349 2.292016 0.550656

Antenna 9: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 6.263271 0.392697 -0.147220 0.587905 -0.539438 6.263271 6.182956 4.309513 3.147102

Antenna 9: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Discontinuties 5.138116 -0.133230 0.381889 -0.345375 0.759731 4.962229 4.587730 4.740556 5.138116

Antenna 9: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 0.906217 -0.352725 -1.389512 0.454219 -0.349295 0.870617 0.906217 -0.378615 0.816541

Antenna 9: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Discontinuties 2.235992 -0.600443 -1.111174 0.696886 -0.683488 1.120555 0.367090 2.235992 2.176545

Antenna 9: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Discontinuties 0.006513 -1.478167 -0.250090 -0.251458 -0.265177 -0.837695 -0.487350 -0.182026 0.006513

Antenna 9: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.599682 -1.534154 -0.722878 -0.487287 -0.020255 -0.045855 0.599682 0.349153 -0.147221

Antenna 9: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 9: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: